Overview
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Explore advanced search algorithms for large language model inference in this one-hour lecture covering beam search variants and the inadequacies of mode-based approaches, with detailed examination of A* and best-first search methodologies for optimizing text generation and sequence prediction tasks.
Syllabus
CMU LLM Inference (5): A* and Best First Search
Taught by
Graham Neubig